A data variability index: Quantifying complexity of models and analyzing adversarial data
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22947
Abstract: In system modeling arises a fundamental question about the level of difficulty one may encounter when designing a model on a basis of some training data. In this study, we advocate that such level of… read more here.
Keywords: index; adversarial data; index quantifying; variability ... See more keywords
Adversarial Data Hiding in Digital Images
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24060749
Abstract: In recent studies of generative adversarial networks (GAN), researchers have attempted to combine adversarial perturbation with data hiding in order to protect the privacy and authenticity of the host image simultaneously. However, most of the… read more here.
Keywords: adversarial data; quality; digital images; hiding digital ... See more keywords